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@complexsystemslab

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neelsoumya/README.md

👋 Hello, I'm Soumya Banerjee! (pronounced show-mo)

🎓 Senior Research Fellow & Affiliated Lecturer
🌍 University of Cambridge

🚀 About Me

I tackle complex problems and create new statistical and machine learning techniques to extract insights from large datasets. My work lies at the fascinating intersection of complex systems and explainable AI.

I've worn many hats:
🔬 Experimental scientist
🏥 Clinical researcher
💼 Finance & industry professional (domain certified in finance & mortgage)

🛠️ What I Do

  • 🔭 Analyze complex systems with data science and ML
  • 🌱 Research areas:
    • Data Science, Machine Learning
    • Computational Biology, Bioinformatics
    • Computational Immunology & Immunogenomics
    • Clinical Informatics

📬 Get in Touch / More About Me

📦 Featured R Packages

🛠️ More Packages

🌟 Outreach Projects

👨‍🏫 Teaching Resources

🎤 Talks

💻 Software & Portfolio

🎛️ Graphical User Interfaces

✨ Preprints

🌐 Online Presence

Soumya's GitHub stats Top Languages

🧭 My Philosophy

👥 I collaborate closely with domain experts and stakeholders, using computational tools for social good.

data science philosophy

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  1. public_open_source_data_science public_open_source_data_science Public

    A repository of open source data science projects for social good

    Jupyter Notebook 3 1

  2. butterfly_detector butterfly_detector Public

    Basic tutorials and code for teaching deep learning and machine learning

    Jupyter Notebook 2

  3. dsSurvivalClient dsSurvivalClient Public template

    Survival functions (client side) for DataSHIELD. Package for building survival models, Cox proportional hazards models and Cox regression models in DataSHIELD.

    HTML 3 9

  4. dsSurvival dsSurvival Public template

    Survival functions for DataSHIELD. Package for building survival models, Cox proportional hazards models and Cox regression models in DataSHIELD.

    R 5 12

  5. dsSurvivalbookdown dsSurvivalbookdown Public template

    A bookdown demonstrating how to build survival models using the dsSurvival package in DataSHIELD

    TeX 3

  6. getting-_started_data_science getting-_started_data_science Public

    Resources to get started in data science and teach yourself data science

    1 1